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Update app.py

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  1. app.py +6 -6
app.py CHANGED
@@ -50,15 +50,15 @@ model_output = gr.Label("Multi Label MeSH(Medical Subheadings) Result", num_top_
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  examples = [
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- (
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  "A case of a patient with type 1 neurofibromatosis associated with popliteal and coronary artery aneurysms is described in which cross-sectional",
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  "imaging provided diagnostic information.",
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  "The aim of this study was to compare the exercise intensity and competition load during Time Trial (TT), Flat (FL), Medium Mountain (MM) and High ",
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  "Mountain (HM) stages based heart rate (HR) and session rating of perceived exertion (RPE).METHODS: We monitored both HR and RPE of 12 professional ",
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  "cyclists during two consecutive 21-day cycling races in order to analyze the exercise intensity and competition load (TRIMPHR and TRIMPRPE).",
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  "RESULTS:The highest (P<0.05) mean HR was found in TT (169±2 bpm) versus those observed in FL (135±1 bpm), MM (139±3 bpm), HM (143±1 bpm)"
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- ),
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- (
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  "The association of body mass index (BMI) with blood pressure may be stronger in Asian than non-Asian populations, however, longitudinal studies ",
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  "with direct comparisons between ethnicities are lacking. We compared the relationship of BMI with incident hypertension over approximately 9.5 years",
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  " of follow-up in young (24-39 years) and middle-aged (45-64 years) Chinese Asians (n=5354), American Blacks (n=6076) and American Whites (n=13451).",
@@ -69,8 +69,8 @@ examples = [
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  "BMI with the incidence difference for hypertension was steeper in Chinese (p<0.05) than in American populations during young and middle-adulthood.",
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  "For example, at a BMI of 25 vs 21 kg/m2 the adjusted incidence differences per 1000 persons (95% CI) in young adults with a BMI of 25 vs those with",
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  "a BMI of 21 was 83 (36- 130) for Chinese, 50 (26-74) for Blacks and 30 (12-48) for Whites"
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- ),
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- (
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  "Human interferon-alpha 2 (hIFN-a2)1 are part of a heterogenous group of proteins with similar biological activities. The three principal subtypes of ",
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  "IFN-a2 are designated a-2a, a-2b, and a-2c. hIFN-a2b is used to treat several diseases. These include some types of cancer, such as hairy cell leukemia,",
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  "melanoma, renal cell carcinoma, follicular non-Hodgkin’s lymphoma, chronic myelogenous leukemia, and AIDS-related Kaposi’s sarcoma [2–4]. They are also",
@@ -78,7 +78,7 @@ examples = [
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  "colorectal carcinomas),hIFN-a2b has potential for diagnostics (imaging) and therapeutics (monoclonal antibodies). Therefore, obtaining large quantities",
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  "of recombinant hIFN-a2b is important for both clinical studies and mechanistic investigations."
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- )
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  ]
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  title = "Multi Label Classification of PubMed Articles using BIO-BERT"
 
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  examples = [
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+ [
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  "A case of a patient with type 1 neurofibromatosis associated with popliteal and coronary artery aneurysms is described in which cross-sectional",
55
  "imaging provided diagnostic information.",
56
  "The aim of this study was to compare the exercise intensity and competition load during Time Trial (TT), Flat (FL), Medium Mountain (MM) and High ",
57
  "Mountain (HM) stages based heart rate (HR) and session rating of perceived exertion (RPE).METHODS: We monitored both HR and RPE of 12 professional ",
58
  "cyclists during two consecutive 21-day cycling races in order to analyze the exercise intensity and competition load (TRIMPHR and TRIMPRPE).",
59
  "RESULTS:The highest (P<0.05) mean HR was found in TT (169±2 bpm) versus those observed in FL (135±1 bpm), MM (139±3 bpm), HM (143±1 bpm)"
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+ ],
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+ [
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  "The association of body mass index (BMI) with blood pressure may be stronger in Asian than non-Asian populations, however, longitudinal studies ",
63
  "with direct comparisons between ethnicities are lacking. We compared the relationship of BMI with incident hypertension over approximately 9.5 years",
64
  " of follow-up in young (24-39 years) and middle-aged (45-64 years) Chinese Asians (n=5354), American Blacks (n=6076) and American Whites (n=13451).",
 
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  "BMI with the incidence difference for hypertension was steeper in Chinese (p<0.05) than in American populations during young and middle-adulthood.",
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  "For example, at a BMI of 25 vs 21 kg/m2 the adjusted incidence differences per 1000 persons (95% CI) in young adults with a BMI of 25 vs those with",
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  "a BMI of 21 was 83 (36- 130) for Chinese, 50 (26-74) for Blacks and 30 (12-48) for Whites"
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+ ],
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+ [
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  "Human interferon-alpha 2 (hIFN-a2)1 are part of a heterogenous group of proteins with similar biological activities. The three principal subtypes of ",
75
  "IFN-a2 are designated a-2a, a-2b, and a-2c. hIFN-a2b is used to treat several diseases. These include some types of cancer, such as hairy cell leukemia,",
76
  "melanoma, renal cell carcinoma, follicular non-Hodgkin’s lymphoma, chronic myelogenous leukemia, and AIDS-related Kaposi’s sarcoma [2–4]. They are also",
 
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  "colorectal carcinomas),hIFN-a2b has potential for diagnostics (imaging) and therapeutics (monoclonal antibodies). Therefore, obtaining large quantities",
79
  "of recombinant hIFN-a2b is important for both clinical studies and mechanistic investigations."
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+ ]
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  ]
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  title = "Multi Label Classification of PubMed Articles using BIO-BERT"